Design and Examination of Compound Planetary Gearboxes to Investigate the Impact of 3D-Printed Embedded Bearings for Assistive Exoskeletons Actuators

Abstract In robotic systems such as wearable exoskeletons, lightweight, efficient, and backdrivable reduction gearboxes are critical for achieving low-output impedance actuators and safe physical human–robot interaction. Recent trends in robotics research highlight the growing adoption of 3D-printed gearboxes, which enable rapid prototyping, flexibility, and lightweight solutions. However, these reducers can still exhibit significant weight and encumbrance, mainly due to the reliance on conventional bearings that add substantial bulk and mass. In this article, we design and experimentally evaluate two 3D-printed 1:30 compound planetary reducers. The first prototype employs standard bearings, while the second integrates 3D-printed bearing guides composed of steel rollers moving through custom polymer raceways embedded in the gearbox components. This approach aims at diminishing the reducer’s overall cost, weight, and encumbrance, while retaining key mechanical performance characteristics. Experimental results show that the proposed 3D-printed bearing solution reduces gearbox weight by approximately 32% and manufacturing cost by about 33% compared to the bearing-based counterpart. Moreover, the reducer achieves a backdrive torque as low as 0.42±0.06Nm, representing the lowest value among the compared designs, together with a marked reduction in internal friction. Despite the replacement of conventional bearings with fully integrated printed guides, the gearbox preserves comparable gear play and stiffness while improving backdriveability and speed regularity. These results demonstrate that fully customized, additively manufactured reducers with embedded bearing systems can provide substantial mechanical and integration advantages for lightweight wearable robotic actuators.

Authors

Institutions

Publication Details

Journal
Journal of Mechanical Design
Published
2026-04-13
DOI
https://doi.org/10.1115/1.4071656
Primary Topic
Prosthetics and Rehabilitation Robotics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Design and Examination of Compound Planetary Gearboxes to Investigate the Impact of 3D-Printed Embedded Bearings for Assistive Exoskeletons Actuators

Alessandro Filippeschi, Giulia Bassani, Carlo Alberto Avizzano, Riccardo Bezzini
Journal of Mechanical Design
Prosthetics and Rehabilitation Robotics
article

Design and Examination of Compound Planetary Gearboxes to Investigate the Impact of 3D-Printed Embedded Bearings for Assistive Exoskeletons Actuators

Alessandro Filippeschi, Giulia Bassani, Carlo Alberto Avizzano, Riccardo Bezzini
article en

Abstract

Abstract In robotic systems such as wearable exoskeletons, lightweight, efficient, and backdrivable reduction gearboxes are critical for achieving low-output impedance actuators and safe physical human–robot interaction. Recent trends in robotics research highlight the growing adoption of 3D-printed gearboxes, which enable rapid prototyping, flexibility, and lightweight solutions. However, these reducers can still exhibit significant weight and encumbrance, mainly due to the reliance on conventional bearings that add substantial bulk and mass. In this article, we design and experimentally evaluate two 3D-printed 1:30 compound planetary reducers. The first prototype employs standard bearings, while the second integrates 3D-printed bearing guides composed of steel rollers moving through custom polymer raceways embedded in the gearbox components. This approach aims at diminishing the reducer’s overall cost, weight, and encumbrance, while retaining key mechanical performance characteristics. Experimental results show that the proposed 3D-printed bearing solution reduces gearbox weight by approximately 32% and manufacturing cost by about 33% compared to the bearing-based counterpart. Moreover, the reducer achieves a backdrive torque as low as 0.42±0.06Nm, representing the lowest value among the compared designs, together with a marked reduction in internal friction. Despite the replacement of conventional bearings with fully integrated printed guides, the gearbox preserves comparable gear play and stiffness while improving backdriveability and speed regularity. These results demonstrate that fully customized, additively manufactured reducers with embedded bearing systems can provide substantial mechanical and integration advantages for lightweight wearable robotic actuators.

Journal of Mechanical DesignVol. 148(11)
Scuola Superiore Sant'Anna (IT)
Affordable and clean energy
Openalex Percentile: Top 21%
Prosthetics and Rehabilitation Robotics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.